We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CTDSP1 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
53.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
113.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
108.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
106.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
102.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
102.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
96.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
94.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
90.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
81.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
76.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
75.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
73.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
71.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
70.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
69.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
68.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
62.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
61.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
60.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
60.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
58.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
57.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
55.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
55.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
54.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
54.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
53.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
52.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
51.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
51.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
50.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
49.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
48.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
48.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
48.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
45.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
45.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
43.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
41.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
41.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
40.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
40.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
39.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
39.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
39.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
37.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
37.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
35.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
34.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
33.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
33.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
33.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
33.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
31.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
31.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
30.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
29.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
29.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
28.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
25.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
24.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
23.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
22.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CTDSP1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
92.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
233.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
231.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
199.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
191.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
181.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
178.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
171.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
170.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
168.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
162.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
162.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
161.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
160.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
160.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
155.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
154.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
153.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
153.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
152.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
150.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
149.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
147.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
145.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
145.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
144.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
144.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
143.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
143.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
143.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
142.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
141.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
140.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
140.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
139.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
139.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
139.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
139.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
137.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
137.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
137.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
136.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
136.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
135.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
135.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
134.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
134.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
134.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
134.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
134.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
133.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
133.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
133.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
132.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
132.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
132.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
132.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
131.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
130.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
130.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
130.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
129.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
129.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
128.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
128.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
128.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
128.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
128.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
128.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
127.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
127.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
126.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
126.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
126.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
126.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
126.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
126.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
125.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
125.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
124.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
124.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
124.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
124.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
124.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
124.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
124.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
124.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
124.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
123.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
123.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
123.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
123.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
123.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
123.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
123.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
122.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
122.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
122.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
122.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
122.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
122.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
121.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
121.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
121.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
120.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
120.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
120.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
119.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
119.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
118.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
118.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
117.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
117.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
116.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
116.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
116.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
116.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
116.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
116.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
116.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
116.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
115.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
115.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
115.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
115.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
115.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
115.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
115.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
115.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
115.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
115.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
114.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
114.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
114.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
114.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
114.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
113.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
113.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
113.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
113.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
112.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
112.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
112.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
112.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
112.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
111.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
111.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
111.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
111.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
110.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
110.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
110.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
110.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
110.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
110.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
110.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
109.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
109.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
109.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
109.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
109.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
109.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
108.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
108.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
108.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
108.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
108.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
108.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
107.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
107.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
107.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
107.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
107.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
107.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
106.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
106.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
105.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
105.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
105.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
105.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
105.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
105.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
105.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
104.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
104.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
103.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
103.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
103.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
103.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
102.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
102.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
102.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
102.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
102.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
102.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
102.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
102.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
101.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
101.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
101.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
101.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
101.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
101.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
101.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
100.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
100.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
100.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
100.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
100.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
100.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
99.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
99.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
99.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
99.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
99.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
99.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
98.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
98.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
98.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
98.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
98.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
98.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
97.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
97.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
97.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
97.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
97.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
97.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
96.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
96.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
96.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
96.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
96.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
95.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
95.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
95.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
95.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
95.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
95.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
95.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
95.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
95.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
94.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
94.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
94.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
93.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
93.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
93.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
93.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
92.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
92.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
92.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
92.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
91.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
91.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
91.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
91.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
91.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
91.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
91.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
91.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
90.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
89.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
89.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
89.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
89.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
89.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
89.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
89.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
88.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
88.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
88.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
88.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
88.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
88.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
88.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
88.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
87.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
87.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
87.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
87.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
87.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
87.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
87.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
87.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
86.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
86.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
86.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
86.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
86.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
86.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
85.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
85.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
85.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
85.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
85.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
85.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
85.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
85.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
84.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
84.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
84.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
84.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
84.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
84.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
84.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
84.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
83.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
83.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
83.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
83.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
83.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
83.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
82.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
82.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
82.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
82.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
82.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
82.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
82.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
81.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
81.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
81.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
81.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
81.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
81.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
80.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
80.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
80.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
80.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
80.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
79.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
79.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
79.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
79.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
79.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
79.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
79.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
79.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
78.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
78.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
78.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
78.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
78.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
78.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
78.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
77.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
77.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
77.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
77.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
77.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
77.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
76.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
76.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
76.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
76.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
76.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
75.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
75.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
75.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
75.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
75.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
74.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
74.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
74.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
74.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
73.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
73.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
73.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
73.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
73.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
73.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
72.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
72.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
72.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
72.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
72.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
72.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
72.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
72.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
72.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
72.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
72.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
72.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
71.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
71.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
71.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
71.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
71.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
70.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
70.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
70.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
69.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
69.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
69.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
69.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
69.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
68.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
68.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
68.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
68.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
68.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
68.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
68.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
67.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
67.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
67.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
66.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
66.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
66.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
65.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
65.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
65.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
65.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
65.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
65.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
64.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
64.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
64.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
64.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
64.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
64.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
63.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
63.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
63.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
62.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
62.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
61.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
61.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
61.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
61.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
61.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
60.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
60.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
58.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
58.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
58.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
57.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
57.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
57.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
57.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
57.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
57.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
56.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
56.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
56.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
56.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
56.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
56.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
56.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
55.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
55.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
55.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
55.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
54.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
54.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
54.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
54.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
53.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
53.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
52.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
52.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
51.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
51.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
51.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
50.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
50.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
49.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
49.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
48.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
48.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
48.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
47.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
47.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
46.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
46.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
46.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
46.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
46.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
46.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
46.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
45.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
45.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
44.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
44.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
42.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
42.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
42.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
42.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
42.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
42.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
41.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
41.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
41.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
40.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
40.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
39.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
38.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
38.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
37.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
36.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
36.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
36.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
34.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
33.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
33.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
31.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
31.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
31.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
29.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
29.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
28.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
28.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
26.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
24.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
23.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
23.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
21.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
21.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
13.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
9.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CTDSP1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
93.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
200.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
176.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
160.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
159.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
155.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
145.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
145.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
135.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
133.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
128.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
126.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
125.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
123.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
122.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
122.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
121.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
120.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
120.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
119.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
118.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
118.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
117.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
116.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
113.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
113.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
112.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
112.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
110.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
109.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
109.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
108.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
108.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
108.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
107.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
107.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
106.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
106.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
105.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
104.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
104.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
103.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
103.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
102.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
102.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
101.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
101.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
100.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
99.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
97.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
93.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
92.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
92.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
90.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
90.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
90.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
88.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
88.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
88.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
87.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
85.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
84.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
84.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
83.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
81.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
80.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
80.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
79.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
77.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
77.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
76.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
76.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
75.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
73.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
73.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
72.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
72.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
71.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
71.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
69.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
66.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
62.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
62.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
61.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
59.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
59.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
59.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
57.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
56.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
55.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
53.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
52.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
49.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
47.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
42.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
40.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
38.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
36.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
27.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
24.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CTDSP1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
84.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
246.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
236.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
230.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
223.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
220.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
213.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
201.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
189.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
187.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
183.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
179.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
170.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
169.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
152.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
152.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
151.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
151.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
147.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
146.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
145.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
144.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
140.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
139.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
137.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
137.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
137.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
136.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
136.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
136.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
133.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
129.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
129.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
128.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
128.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
127.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
127.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
126.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
125.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
124.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
121.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
121.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
120.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
119.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
118.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
117.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
117.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
117.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
116.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
115.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
114.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
113.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
113.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
112.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
112.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
111.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
111.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
110.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
110.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
109.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
108.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
108.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
107.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
104.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
104.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
104.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
103.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
103.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
102.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
102.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
101.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
101.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
99.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
98.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
98.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
98.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
97.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
97.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
96.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
96.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
96.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
96.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
96.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
95.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
95.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
94.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
94.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
93.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
92.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
92.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
92.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
92.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
92.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
91.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
91.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
91.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
91.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
91.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
90.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
90.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
90.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
90.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
89.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
89.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
89.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
88.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
88.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
88.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
87.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
87.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
86.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
86.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
86.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
86.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
86.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
86.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
86.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
85.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
84.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
84.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
83.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
83.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
83.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
83.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
83.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
83.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
82.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
82.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
81.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
81.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
81.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
81.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
81.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
80.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
80.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
79.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
79.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
79.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
78.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
78.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
77.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
76.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
76.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
75.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
75.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
74.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
74.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
73.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
73.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
73.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
73.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
72.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
72.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
72.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
72.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
72.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
71.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
71.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
71.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
70.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
70.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
70.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
70.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
69.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
69.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
69.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
69.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
68.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
68.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
68.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
68.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
67.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
67.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
67.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
66.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
66.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
66.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
66.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
66.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
65.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
65.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
65.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
65.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
64.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
64.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
64.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
63.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
63.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
63.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
63.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
63.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
63.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
62.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
62.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
62.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
62.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
62.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
61.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
61.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
61.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
61.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
60.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
60.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
60.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
59.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
59.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
58.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
58.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
58.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
57.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
56.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
56.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
55.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
55.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
55.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
55.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
55.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
55.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
54.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
54.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
54.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
54.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
54.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
54.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
53.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
53.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
52.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
52.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
52.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
52.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
52.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
51.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
51.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
51.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
49.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
49.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
49.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
49.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
49.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
48.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
48.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
48.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
48.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
47.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
47.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
47.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
47.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
47.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
46.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
46.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
46.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
45.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
45.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
45.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
45.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
45.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
45.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
45.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
45.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
45.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
42.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
42.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
42.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
42.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
41.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
41.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
40.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
39.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
38.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
36.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
35.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
35.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
34.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
34.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
32.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
31.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
30.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
27.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
27.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
26.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
23.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
21.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
20.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0065750003
Tumor
0.9
CPT0086030003
Tumor
0.8
CPT0001500009
Tumor
0.7
CPT0076330003
Tumor
0.6
CPT0007860003
Tumor
0.5
CPT0020120003
Tumor
0.5
CPT0010170001
Normal
0.5
CPT0066480003
Tumor
0.5
CPT0079480003
Tumor
0.4
CPT0012770003
Normal
0.4
CPT0077500001
Normal
0.4
CPT0066470004
Tumor
0.4
CPT0078840001
Normal
0.4
CPT0092800003
Normal
0.4
CPT0092310003
Normal
0.4
CPT0001350001
Normal
0.3
CPT0092740003
Normal
0.3
CPT0088970003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0023710001
Normal
0.3
CPT0065690003
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0087050003
Normal
0.3
CPT0025290003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0001340003
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0023360001
Normal
0.2
CPT0092160003
Tumor
0.2
CPT0086370003
Normal
0.2
CPT0012290003
Normal
0.2
CPT0006950001
Normal
0.2
CPT0086950003
Tumor
0.2
CPT0001510001
Normal
0.2
CPT0010110003
Tumor
0.2
CPT0025920001
Normal
0.2
CPT0012280003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0082010001
Normal
0.2
CPT0087040003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0026420001
Normal
0.2
CPT0078530001
Normal
0.2
CPT0006730001
Normal
0.2
CPT0015730003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0019990003
Tumor
0.2
CPT0069010001
Normal
0.2
CPT0013790003
Normal
0.2
CPT0076350001
Normal
0.2
CPT0086970003
Normal
0.2
CPT0075570001
Normal
0.2
CPT0000790001
Normal
0.2
CPT0079380003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0081880003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0077110003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0066430001
Normal
0.1
CPT0078670001
Normal
0.1
CPT0079430001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0065810003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0012670003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0011240003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0020130001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0010160003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0001550001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0018250001
Normal
-0.1
CPT0084590001
Normal
-0.1
CPT0069160003
Tumor
-0.1
CPT0011410003
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0071150004
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0092190003
Normal
-0.1
CPT0075720003
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0012550003
Tumor
-0.1
CPT0084560003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0078990003
Tumor
-0.1
CPT0012180003
Tumor
-0.1
CPT0075130003
Tumor
-0.1
CPT0024670003
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0079230003
Tumor
-0.2
CPT0012370003
Tumor
-0.2
CPT0092730003
Tumor
-0.2
CPT0001540009
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0077320001
Normal
-0.2
CPT0023350003
Tumor
-0.3
CPT0012080003
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0001260009
Tumor
-0.3
CPT0006900003
Tumor
-0.3
CPT0069000003
Tumor
-0.3
CPT0085670003
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0025230003
Tumor
-0.4
CPT0001270001
Normal
-0.4
CPT0065430003
Tumor
-0.4
CPT0078660003
Tumor
-0.4
CPT0086820003
Tumor
-0.4
CPT0079180003
Tumor
-0.4
CPT0001180009
Tumor
-0.5
CPT0079510001
Normal
-0.5
CPT0017850003
Tumor
-0.5
CPT0012640003
Normal
-0.5
CPT0078800003
Tumor
-0.5
CPT0007870001
Normal
-0.5
CPT0002370001
Normal
N/A
CPT0088570001
Normal
N/A
CPT0078930003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0088900003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0078940001
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0063630003
Tumor
N/A
CPT0014470001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0079270003
Tumor
N/A
CPT0009020003
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0017410003
Tumor
N/A
CPT0089480003
Normal
N/A
CPT0088920001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0079300001
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0000660001
Normal
N/A
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
